Overview

Dataset Statistics

Number of Variables 63
Number of Rows 6819
Missing Cells 0
Missing Cells (%) 0.0%
Duplicate Rows 0
Duplicate Rows (%) 0.0%
Total Size in Memory 3.3 MB
Average Row Size in Memory 504.0 B
Variable Types
  • Numerical: 62
  • Categorical: 1

Dataset Insights

Quick Ratio and Quick Assets/Current Liability have similar distributions Similar Distribution
Realized Sales Gross Profit Growth Rate is skewed Skewed
Realized Sales Gross Margin is skewed Skewed
Debt ratio % is skewed Skewed
Total Asset Turnover is skewed Skewed
Cash Turnover Rate is skewed Skewed
Cash/Current Liability is skewed Skewed
Equity to Liability is skewed Skewed
Operating Expense Rate is skewed Skewed
Cash Flow Per Share is skewed Skewed
After-tax Net Profit Growth Rate is skewed Skewed
Working Capital to Total Assets is skewed Skewed
Net profit before tax/Paid-in capital is skewed Skewed
Long-term Liability to Current Assets is skewed Skewed
Cash/Total Assets is skewed Skewed
Inventory and accounts receivable/Net value is skewed Skewed
Total expense/Assets is skewed Skewed
Persistent EPS in the Last Four Seasons is skewed Skewed
CFO to Assets is skewed Skewed
Total Asset Growth Rate is skewed Skewed
Fixed Assets Turnover Frequency is skewed Skewed
Continuous interest rate (after tax) is skewed Skewed
Current Liability to Current Assets is skewed Skewed
Current Ratio is skewed Skewed
Cash Flow to Sales is skewed Skewed
Inventory/Current Liability is skewed Skewed
Average Collection Days is skewed Skewed
Net Value Growth Rate is skewed Skewed
Cash Reinvestment % is skewed Skewed
Cash Flow to Equity is skewed Skewed
Total assets to GNP price is skewed Skewed
Continuous Net Profit Growth Rate is skewed Skewed
Inventory/Working Capital is skewed Skewed
Revenue per person is skewed Skewed
Degree of Financial Leverage (DFL) is skewed Skewed
Working Capital/Equity is skewed Skewed
Interest-bearing debt interest rate is skewed Skewed
Inventory Turnover Rate (times) is skewed Skewed
Interest Expense Ratio is skewed Skewed
Net Worth Turnover Rate (times) is skewed Skewed
Retained Earnings to Total Assets is skewed Skewed
Fixed Assets to Assets is skewed Skewed
Interest Coverage Ratio (Interest expense to EBIT) is skewed Skewed
Non-industry income and expenditure/revenue is skewed Skewed
Net Value Per Share (B) is skewed Skewed
Long-term fund suitability ratio (A) is skewed Skewed
Total debt/Total net worth is skewed Skewed
No-credit Interval is skewed Skewed
Quick Ratio is skewed Skewed
Current Liabilities/Liability is skewed Skewed
Current Asset Turnover Rate is skewed Skewed
Cash Flow to Liability is skewed Skewed
Quick Assets/Current Liability is skewed Skewed
Operating Profit Growth Rate is skewed Skewed
Cash Flow to Total Assets is skewed Skewed
Net Income to Stockholder's Equity is skewed Skewed
Accounts Receivable Turnover is skewed Skewed
Allocation rate per person is skewed Skewed
Total income/Total expense is skewed Skewed
Quick Asset Turnover Rate is skewed Skewed
Operating profit per person is skewed Skewed
Total Asset Return Growth Rate Ratio is skewed Skewed
Target has constant length 1 Constant Length
Long-term Liability to Current Assets has 2569 (37.67%) zeros Zeros
Interest-bearing debt interest rate has 891 (13.07%) zeros Zeros
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  • 6
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Variables


Realized Sales Gross Profit Growth Rate

numerical

Approximate Distinct Count 5583
Approximate Unique (%) 81.9%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 109104
Mean 0.02241
Minimum 0
Maximum 1
Zeros 1
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • Realized Sales Gross Profit Growth Rate is skewed right (γ1 = 77.908)

Quantile Statistics

Minimum 0
5-th Percentile 0.02197
Q1 0.02206
Median 0.0221
Q3 0.02215
95-th Percentile 0.02246
Maximum 1
Range 1
IQR 8.8616e-05

Descriptive Statistics

Mean 0.02241
Standard Deviation 0.01208
Variance 0.00014591
Sum 152.7992
Skewness 77.908
Kurtosis 6291.0004
Coefficient of Variation 0.5391
  • Realized Sales Gross Profit Growth Rate is not normally distributed (p-value 4.22893256425058e-25)
  • Realized Sales Gross Profit Growth Rate has 814 outliers

Realized Sales Gross Margin

numerical

Approximate Distinct Count 3788
Approximate Unique (%) 55.5%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 109104
Mean 0.6079
Minimum 0
Maximum 1
Zeros 1
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • Realized Sales Gross Margin is skewed left (γ1 = -8.0648)

Quantile Statistics

Minimum 0
5-th Percentile 0.5941
Q1 0.6004
Median 0.606
Q3 0.6138
95-th Percentile 0.6303
Maximum 1
Range 1
IQR 0.01341

Descriptive Statistics

Mean 0.6079
Standard Deviation 0.01692
Variance 0.00028615
Sum 4145.4711
Skewness -8.0648
Kurtosis 366.7719
Coefficient of Variation 0.02783
  • Realized Sales Gross Margin is not normally distributed (p-value 2.935603417951975e-22)
  • Realized Sales Gross Margin has 318 outliers

Debt ratio %

numerical

Approximate Distinct Count 4208
Approximate Unique (%) 61.7%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 109104
Mean 0.1132
Minimum 0
Maximum 1
Zeros 1
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • Debt ratio % is skewed right (γ1 = 0.9806)

Quantile Statistics

Minimum 0
5-th Percentile 0.03222
Q1 0.07289
Median 0.1114
Q3 0.1488
95-th Percentile 0.2026
Maximum 1
Range 1
IQR 0.07591

Descriptive Statistics

Mean 0.1132
Standard Deviation 0.05392
Variance 0.002907
Sum 771.7545
Skewness 0.9806
Kurtosis 10.721
Coefficient of Variation 0.4764
  • Debt ratio % is not normally distributed (p-value 1.403319545369679e-06)
  • Debt ratio % has 30 outliers

Total Asset Turnover

numerical

Approximate Distinct Count 381
Approximate Unique (%) 5.6%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 109104
Mean 0.1416
Minimum 0
Maximum 1
Zeros 8
Zeros (%) 0.1%
Negatives 0
Negatives (%) 0.0%
  • Total Asset Turnover is skewed right (γ1 = 2.3404)

Quantile Statistics

Minimum 0
5-th Percentile 0.03448
Q1 0.07646
Median 0.1184
Q3 0.1769
95-th Percentile 0.3315
Maximum 1
Range 1
IQR 0.1004

Descriptive Statistics

Mean 0.1416
Standard Deviation 0.1011
Variance 0.01023
Sum 965.6087
Skewness 2.3404
Kurtosis 9.4984
Coefficient of Variation 0.7143
  • Total Asset Turnover is not normally distributed (p-value 2.35770974046062e-06)
  • Total Asset Turnover has 351 outliers

Cash Turnover Rate

numerical

Approximate Distinct Count 4023
Approximate Unique (%) 59.0%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 109104
Mean 2.472e+09
Minimum 0
Maximum 1e+10
Zeros 1
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • Cash Turnover Rate is skewed right (γ1 = 0.9539)

Quantile Statistics

Minimum 0
5-th Percentile 0.00011728
Q1 0.00027353
Median 1.08e+09
Q3 4.51e+09
95-th Percentile 8.55e+09
Maximum 1e+10
Range 1e+10
IQR 4.51e+09

Descriptive Statistics

Mean 2.472e+09
Standard Deviation 2.9386e+09
Variance 8.6355e+18
Sum 1.6856e+13
Skewness 0.9539
Kurtosis -0.3696
Coefficient of Variation 1.1888
  • Cash Turnover Rate is not normally distributed (p-value 6.1485195555011675e-25)

Cash/Current Liability

numerical

Approximate Distinct Count 6816
Approximate Unique (%) 100.0%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 109104
Mean 3.716e+07
Minimum 0
Maximum 9.65e+09
Zeros 1
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • Cash/Current Liability is skewed right (γ1 = 14.8605)

Quantile Statistics

Minimum 0
5-th Percentile 0.00048117
Q1 0.001973
Median 0.004904
Q3 0.01281
95-th Percentile 0.05693
Maximum 9.65e+09
Range 9.65e+09
IQR 0.01083

Descriptive Statistics

Mean 3.716e+07
Standard Deviation 5.1035e+08
Variance 2.6046e+17
Sum 2.5339e+11
Skewness 14.8605
Kurtosis 229.2279
Coefficient of Variation 13.7339
  • Cash/Current Liability is not normally distributed (p-value 4.226747155596163e-25)
  • Cash/Current Liability has 728 outliers

Equity to Liability

numerical

Approximate Distinct Count 6819
Approximate Unique (%) 100.0%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 109104
Mean 0.04758
Minimum 0
Maximum 1
Zeros 1
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • Equity to Liability is skewed right (γ1 = 7.3995)

Quantile Statistics

Minimum 0
5-th Percentile 0.01697
Q1 0.02448
Median 0.0338
Q3 0.05284
95-th Percentile 0.1164
Maximum 1
Range 1
IQR 0.02836

Descriptive Statistics

Mean 0.04758
Standard Deviation 0.05001
Variance 0.002501
Sum 324.4368
Skewness 7.3995
Kurtosis 93.9963
Coefficient of Variation 1.0512
  • Equity to Liability is not normally distributed (p-value 7.449193726439546e-21)
  • Equity to Liability has 549 outliers

Operating Expense Rate

numerical

Approximate Distinct Count 2966
Approximate Unique (%) 43.5%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 109104
Mean 1.9953e+09
Minimum 0
Maximum 9.99e+09
Zeros 1
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • Operating Expense Rate is skewed right (γ1 = 1.2484)

Quantile Statistics

Minimum 0
5-th Percentile 0.00011066
Q1 0.00015669
Median 0.00027776
Q3 4.145e+09
95-th Percentile 8.95e+09
Maximum 9.99e+09
Range 9.99e+09
IQR 4.145e+09

Descriptive Statistics

Mean 1.9953e+09
Standard Deviation 3.2377e+09
Variance 1.0483e+19
Sum 1.3606e+13
Skewness 1.2484
Kurtosis -0.08233
Coefficient of Variation 1.6226
  • Operating Expense Rate is not normally distributed (p-value 4.47366565214919e-25)

Cash Flow Per Share

numerical

Approximate Distinct Count 1545
Approximate Unique (%) 22.7%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 109104
Mean 0.3235
Minimum 0
Maximum 1
Zeros 1
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • Cash Flow Per Share is skewed right (γ1 = 8.0172)

Quantile Statistics

Minimum 0
5-th Percentile 0.3056
Q1 0.3177
Median 0.3225
Q3 0.3286
95-th Percentile 0.3437
Maximum 1
Range 1
IQR 0.01088

Descriptive Statistics

Mean 0.3235
Standard Deviation 0.01761
Variance 0.00031014
Sum 2205.8232
Skewness 8.0172
Kurtosis 352.7595
Coefficient of Variation 0.05444
  • Cash Flow Per Share is not normally distributed (p-value 4.085512225303374e-20)
  • Cash Flow Per Share has 532 outliers

After-tax Net Profit Growth Rate

numerical

Approximate Distinct Count 6246
Approximate Unique (%) 91.6%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 109104
Mean 0.6891
Minimum 0
Maximum 1
Zeros 1
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • After-tax Net Profit Growth Rate is skewed left (γ1 = -25.5777)

Quantile Statistics

Minimum 0
5-th Percentile 0.688
Q1 0.6893
Median 0.6894
Q3 0.6896
95-th Percentile 0.6906
Maximum 1
Range 1
IQR 0.00037723

Descriptive Statistics

Mean 0.6891
Standard Deviation 0.01385
Variance 0.00019191
Sum 4699.2874
Skewness -25.5777
Kurtosis 1267.1228
Coefficient of Variation 0.0201
  • After-tax Net Profit Growth Rate is not normally distributed (p-value 4.242475005041568e-25)
  • After-tax Net Profit Growth Rate has 1033 outliers

Working Capital to Total Assets

numerical

Approximate Distinct Count 6819
Approximate Unique (%) 100.0%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 109104
Mean 0.8141
Minimum 0
Maximum 1
Zeros 1
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • Working Capital to Total Assets is skewed left (γ1 = -0.1923)

Quantile Statistics

Minimum 0
5-th Percentile 0.7265
Q1 0.7743
Median 0.8103
Q3 0.8504
95-th Percentile 0.9198
Maximum 1
Range 1
IQR 0.07607

Descriptive Statistics

Mean 0.8141
Standard Deviation 0.05905
Variance 0.003487
Sum 5551.5195
Skewness -0.1923
Kurtosis 5.5089
Coefficient of Variation 0.07254
  • Working Capital to Total Assets is not normally distributed (p-value 3.9681730797027444e-07)
  • Working Capital to Total Assets has 75 outliers

Net profit before tax/Paid-in capital

numerical

Approximate Distinct Count 4785
Approximate Unique (%) 70.2%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 109104
Mean 0.1827
Minimum 0
Maximum 1
Zeros 1
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • Net profit before tax/Paid-in capital is skewed right (γ1 = 6.378)

Quantile Statistics

Minimum 0
5-th Percentile 0.1502
Q1 0.1694
Median 0.1785
Q3 0.1916
95-th Percentile 0.2259
Maximum 1
Range 1
IQR 0.02223

Descriptive Statistics

Mean 0.1827
Standard Deviation 0.03078
Variance 0.0009477
Sum 1245.9338
Skewness 6.378
Kurtosis 120.9082
Coefficient of Variation 0.1685
  • Net profit before tax/Paid-in capital is not normally distributed (p-value 4.429977037485126e-18)
  • Net profit before tax/Paid-in capital has 476 outliers

Long-term Liability to Current Assets

numerical

Approximate Distinct Count 4249
Approximate Unique (%) 62.3%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 109104
Mean 5.416e+07
Minimum 0
Maximum 9.54e+09
Zeros 2569
Zeros (%) 37.7%
Negatives 0
Negatives (%) 0.0%
  • Long-term Liability to Current Assets is skewed right (γ1 = 12.3989)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0
Median 0.001975
Q3 0.009006
95-th Percentile 0.03504
Maximum 9.54e+09
Range 9.54e+09
IQR 0.009006

Descriptive Statistics

Mean 5.416e+07
Standard Deviation 5.7027e+08
Variance 3.2521e+17
Sum 3.6932e+11
Skewness 12.3989
Kurtosis 164.7683
Coefficient of Variation 10.5294
  • Long-term Liability to Current Assets is not normally distributed (p-value 4.227092815421067e-25)
  • Long-term Liability to Current Assets has 620 outliers

Cash/Total Assets

numerical

Approximate Distinct Count 6819
Approximate Unique (%) 100.0%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 109104
Mean 0.1241
Minimum 0
Maximum 1
Zeros 1
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • Cash/Total Assets is skewed right (γ1 = 2.2299)

Quantile Statistics

Minimum 0
5-th Percentile 0.007934
Q1 0.03354
Median 0.07489
Q3 0.1611
95-th Percentile 0.418
Maximum 1
Range 1
IQR 0.1275

Descriptive Statistics

Mean 0.1241
Standard Deviation 0.1393
Variance 0.01939
Sum 846.2008
Skewness 2.2299
Kurtosis 5.9047
Coefficient of Variation 1.1221
  • Cash/Total Assets is not normally distributed (p-value 9.287449524513537e-10)
  • Cash/Total Assets has 496 outliers

Inventory and accounts receivable/Net value

numerical

Approximate Distinct Count 5289
Approximate Unique (%) 77.6%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 109104
Mean 0.4025
Minimum 0
Maximum 1
Zeros 1
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • Inventory and accounts receivable/Net value is skewed right (γ1 = 13.1093)

Quantile Statistics

Minimum 0
5-th Percentile 0.3949
Q1 0.3974
Median 0.4001
Q3 0.4046
95-th Percentile 0.4171
Maximum 1
Range 1
IQR 0.007148

Descriptive Statistics

Mean 0.4025
Standard Deviation 0.01332
Variance 0.00017753
Sum 2744.3702
Skewness 13.1093
Kurtosis 778.3825
Coefficient of Variation 0.03311
  • Inventory and accounts receivable/Net value is not normally distributed (p-value 1.1004190724144951e-18)
  • Inventory and accounts receivable/Net value has 421 outliers

Total expense/Assets

numerical

Approximate Distinct Count 6819
Approximate Unique (%) 100.0%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 109104
Mean 0.02918
Minimum 0
Maximum 1
Zeros 1
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • Total expense/Assets is skewed right (γ1 = 9.4796)

Quantile Statistics

Minimum 0
5-th Percentile 0.007057
Q1 0.01457
Median 0.02267
Q3 0.03593
95-th Percentile 0.06962
Maximum 1
Range 1
IQR 0.02136

Descriptive Statistics

Mean 0.02918
Standard Deviation 0.02715
Variance 0.00073706
Sum 199.0064
Skewness 9.4796
Kurtosis 259.473
Coefficient of Variation 0.9303
  • Total expense/Assets is not normally distributed (p-value 9.682793417937932e-18)
  • Total expense/Assets has 372 outliers

Persistent EPS in the Last Four Seasons

numerical

Approximate Distinct Count 1358
Approximate Unique (%) 19.9%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 109104
Mean 0.2288
Minimum 0
Maximum 1
Zeros 1
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • Persistent EPS in the Last Four Seasons is skewed right (γ1 = 5.1348)

Quantile Statistics

Minimum 0
5-th Percentile 0.1923
Q1 0.2147
Median 0.2245
Q3 0.2388
95-th Percentile 0.2766
Maximum 1
Range 1
IQR 0.02411

Descriptive Statistics

Mean 0.2288
Standard Deviation 0.03326
Variance 0.001106
Sum 1560.2748
Skewness 5.1348
Kurtosis 81.5611
Coefficient of Variation 0.1454
  • Persistent EPS in the Last Four Seasons is not normally distributed (p-value 6.796007667334496e-17)
  • Persistent EPS in the Last Four Seasons has 508 outliers

CFO to Assets

numerical

Approximate Distinct Count 6819
Approximate Unique (%) 100.0%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 109104
Mean 0.5934
Minimum 0
Maximum 1
Zeros 1
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • CFO to Assets is skewed left (γ1 = -0.4437)

Quantile Statistics

Minimum 0
5-th Percentile 0.5027
Q1 0.566
Median 0.5933
Q3 0.6248
95-th Percentile 0.6813
Maximum 1
Range 1
IQR 0.05878

Descriptive Statistics

Mean 0.5934
Standard Deviation 0.05856
Variance 0.003429
Sum 4046.4975
Skewness -0.4437
Kurtosis 7.0419
Coefficient of Variation 0.09868
  • CFO to Assets is not normally distributed (p-value 4.4576409585862104e-10)
  • CFO to Assets has 342 outliers

Total Asset Growth Rate

numerical

Approximate Distinct Count 1751
Approximate Unique (%) 25.7%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 109104
Mean 5.5081e+09
Minimum 0
Maximum 9.99e+09
Zeros 1
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • Total Asset Growth Rate is skewed left (γ1 = -0.9186)

Quantile Statistics

Minimum 0
5-th Percentile 0.00011599
Q1 4.86e+09
Median 6.4e+09
Q3 7.39e+09
95-th Percentile 9.03e+09
Maximum 9.99e+09
Range 9.99e+09
IQR 2.53e+09

Descriptive Statistics

Mean 5.5081e+09
Standard Deviation 2.8977e+09
Variance 8.3968e+18
Sum 3.756e+13
Skewness -0.9186
Kurtosis -0.4172
Coefficient of Variation 0.5261
  • Total Asset Growth Rate is not normally distributed (p-value 4.301246773219508e-09)
  • Total Asset Growth Rate has 1381 outliers

Fixed Assets Turnover Frequency

numerical

Approximate Distinct Count 2451
Approximate Unique (%) 35.9%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 109104
Mean 1.0086e+09
Minimum 0
Maximum 9.99e+09
Zeros 8
Zeros (%) 0.1%
Negatives 0
Negatives (%) 0.0%
  • Fixed Assets Turnover Frequency is skewed right (γ1 = 2.3493)

Quantile Statistics

Minimum 0
5-th Percentile 0.0001218
Q1 0.000233
Median 0.00059309
Q3 0.003652
95-th Percentile 7.79e+09
Maximum 9.99e+09
Range 9.99e+09
IQR 0.003419

Descriptive Statistics

Mean 1.0086e+09
Standard Deviation 2.4776e+09
Variance 6.1383e+18
Sum 6.8776e+12
Skewness 2.3493
Kurtosis 4.087
Coefficient of Variation 2.4564
  • Fixed Assets Turnover Frequency is not normally distributed (p-value 4.2850252614641e-25)
  • Fixed Assets Turnover Frequency has 1418 outliers

Continuous interest rate (after tax)

numerical

Approximate Distinct Count 3617
Approximate Unique (%) 53.0%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 109104
Mean 0.7814
Minimum 0
Maximum 1
Zeros 1
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • Continuous interest rate (after tax) is skewed left (γ1 = -53.1884)

Quantile Statistics

Minimum 0
5-th Percentile 0.7811
Q1 0.7816
Median 0.7816
Q3 0.7817
95-th Percentile 0.7819
Maximum 1
Range 1
IQR 0.00016856

Descriptive Statistics

Mean 0.7814
Standard Deviation 0.01268
Variance 0.00016076
Sum 5328.24
Skewness -53.1884
Kurtosis 3126.4396
Coefficient of Variation 0.01623
  • Continuous interest rate (after tax) is not normally distributed (p-value 4.25627200420906e-25)
  • Continuous interest rate (after tax) has 806 outliers

Current Liability to Current Assets

numerical

Approximate Distinct Count 6819
Approximate Unique (%) 100.0%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 109104
Mean 0.03151
Minimum 0
Maximum 1
Zeros 1
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • Current Liability to Current Assets is skewed right (γ1 = 13.1858)

Quantile Statistics

Minimum 0
5-th Percentile 0.007755
Q1 0.01803
Median 0.0276
Q3 0.03837
95-th Percentile 0.06425
Maximum 1
Range 1
IQR 0.02034

Descriptive Statistics

Mean 0.03151
Standard Deviation 0.03084
Variance 0.00095139
Sum 214.8419
Skewness 13.1858
Kurtosis 310.7704
Coefficient of Variation 0.979
  • Current Liability to Current Assets is not normally distributed (p-value 8.352634082115944e-19)
  • Current Liability to Current Assets has 276 outliers

Current Ratio

numerical

Approximate Distinct Count 6132
Approximate Unique (%) 89.9%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 109104
Mean 403284.9542
Minimum 0
Maximum 2.75e+09
Zeros 1
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • Current Ratio is skewed right (γ1 = 82.5591)

Quantile Statistics

Minimum 0
5-th Percentile 0.004424
Q1 0.007555
Median 0.01059
Q3 0.01627
95-th Percentile 0.03741
Maximum 2.75e+09
Range 2.75e+09
IQR 0.008714

Descriptive Statistics

Mean 403284.9542
Standard Deviation 3.3302e+07
Variance 1.109e+15
Sum 2.75e+09
Skewness 82.5591
Kurtosis 6814.0001
Coefficient of Variation 82.5772
  • Current Ratio is not normally distributed (p-value 4.226519095888512e-25)
  • Current Ratio has 589 outliers

Cash Flow to Sales

numerical

Approximate Distinct Count 6819
Approximate Unique (%) 100.0%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 109104
Mean 0.6715
Minimum 0
Maximum 1
Zeros 1
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • Cash Flow to Sales is skewed left (γ1 = -47.8586)

Quantile Statistics

Minimum 0
5-th Percentile 0.6715
Q1 0.6716
Median 0.6716
Q3 0.6716
95-th Percentile 0.6716
Maximum 1
Range 1
IQR 2.1321e-05

Descriptive Statistics

Mean 0.6715
Standard Deviation 0.009341
Variance 8.7261e-05
Sum 4579.1684
Skewness -47.8586
Kurtosis 4150.5175
Coefficient of Variation 0.01391
  • Cash Flow to Sales is not normally distributed (p-value 4.226544911350266e-25)
  • Cash Flow to Sales has 1052 outliers

Inventory/Current Liability

numerical

Approximate Distinct Count 6590
Approximate Unique (%) 96.6%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 109104
Mean 5.5807e+07
Minimum 0
Maximum 9.91e+09
Zeros 227
Zeros (%) 3.3%
Negatives 0
Negatives (%) 0.0%
  • Inventory/Current Liability is skewed right (γ1 = 11.963)

Quantile Statistics

Minimum 0
5-th Percentile 0.00031589
Q1 0.003163
Median 0.006497
Q3 0.01115
95-th Percentile 0.02549
Maximum 9.91e+09
Range 9.91e+09
IQR 0.007984

Descriptive Statistics

Mean 5.5807e+07
Standard Deviation 5.8205e+08
Variance 3.3878e+17
Sum 3.8055e+11
Skewness 11.963
Kurtosis 153.3044
Coefficient of Variation 10.4298
  • Inventory/Current Liability is not normally distributed (p-value 4.227209956289761e-25)
  • Inventory/Current Liability has 426 outliers

Average Collection Days

numerical

Approximate Distinct Count 5451
Approximate Unique (%) 79.9%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 109104
Mean 9.8262e+06
Minimum 0
Maximum 9.73e+09
Zeros 7
Zeros (%) 0.1%
Negatives 0
Negatives (%) 0.0%
  • Average Collection Days is skewed right (γ1 = 30.5734)

Quantile Statistics

Minimum 0
5-th Percentile 0.001679
Q1 0.004387
Median 0.006573
Q3 0.008973
95-th Percentile 0.01374
Maximum 9.73e+09
Range 9.73e+09
IQR 0.004586

Descriptive Statistics

Mean 9.8262e+06
Standard Deviation 2.5636e+08
Variance 6.572e+16
Sum 6.7005e+10
Skewness 30.5734
Kurtosis 989.009
Coefficient of Variation 26.0893
  • Average Collection Days is not normally distributed (p-value 4.226612553116597e-25)
  • Average Collection Days has 193 outliers

Net Value Growth Rate

numerical

Approximate Distinct Count 4502
Approximate Unique (%) 66.0%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 109104
Mean 1.5662e+06
Minimum 0
Maximum 9.33e+09
Zeros 1
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • Net Value Growth Rate is skewed right (γ1 = 80.2742)

Quantile Statistics

Minimum 0
5-th Percentile 0.00039153
Q1 0.00044097
Median 0.00046196
Q3 0.00049936
95-th Percentile 0.00068241
Maximum 9.33e+09
Range 9.33e+09
IQR 5.8393e-05

Descriptive Statistics

Mean 1.5662e+06
Standard Deviation 1.1416e+08
Variance 1.3032e+16
Sum 1.068e+10
Skewness 80.2742
Kurtosis 6540.1165
Coefficient of Variation 72.8888
  • Net Value Growth Rate is not normally distributed (p-value 4.226523915679557e-25)
  • Net Value Growth Rate has 792 outliers

Cash Reinvestment %

numerical

Approximate Distinct Count 3599
Approximate Unique (%) 52.8%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 109104
Mean 0.3797
Minimum 0
Maximum 1
Zeros 1
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • Cash Reinvestment % is skewed right (γ1 = 2.3177)

Quantile Statistics

Minimum 0
5-th Percentile 0.3552
Q1 0.3747
Median 0.3804
Q3 0.3867
95-th Percentile 0.4006
Maximum 1
Range 1
IQR 0.01198

Descriptive Statistics

Mean 0.3797
Standard Deviation 0.02074
Variance 0.00043001
Sum 2589.0152
Skewness 2.3177
Kurtosis 178.9211
Coefficient of Variation 0.05462
  • Cash Reinvestment % is not normally distributed (p-value 1.3260563598854138e-18)
  • Cash Reinvestment % has 617 outliers

Cash Flow to Equity

numerical

Approximate Distinct Count 6819
Approximate Unique (%) 100.0%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 109104
Mean 0.3156
Minimum 0
Maximum 1
Zeros 1
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • Cash Flow to Equity is skewed right (γ1 = 19.9391)

Quantile Statistics

Minimum 0
5-th Percentile 0.3059
Q1 0.313
Median 0.315
Q3 0.3177
95-th Percentile 0.3271
Maximum 1
Range 1
IQR 0.004712

Descriptive Statistics

Mean 0.3156
Standard Deviation 0.01296
Variance 0.00016798
Sum 2151.9563
Skewness 19.9391
Kurtosis 1248.8217
Coefficient of Variation 0.04107
  • Cash Flow to Equity is not normally distributed (p-value 2.2354342893018954e-24)
  • Cash Flow to Equity has 827 outliers

Total assets to GNP price

numerical

Approximate Distinct Count 6818
Approximate Unique (%) 100.0%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 109104
Mean 1.8629e+07
Minimum 0
Maximum 9.82e+09
Zeros 1
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • Total assets to GNP price is skewed right (γ1 = 21.7542)

Quantile Statistics

Minimum 0
5-th Percentile 0.00034299
Q1 0.00090362
Median 0.002085
Q3 0.00527
95-th Percentile 0.02988
Maximum 9.82e+09
Range 9.82e+09
IQR 0.004366

Descriptive Statistics

Mean 1.8629e+07
Standard Deviation 3.7645e+08
Variance 1.4171e+17
Sum 1.2703e+11
Skewness 21.7542
Kurtosis 490.7823
Coefficient of Variation 20.2073
  • Total assets to GNP price is not normally distributed (p-value 4.226595794167378e-25)
  • Total assets to GNP price has 797 outliers

Continuous Net Profit Growth Rate

numerical

Approximate Distinct Count 6270
Approximate Unique (%) 92.0%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 109104
Mean 0.2176
Minimum 0
Maximum 1
Zeros 1
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • Continuous Net Profit Growth Rate is skewed right (γ1 = 67.0828)

Quantile Statistics

Minimum 0
5-th Percentile 0.2174
Q1 0.2176
Median 0.2176
Q3 0.2176
95-th Percentile 0.2177
Maximum 1
Range 1
IQR 4.1989e-05

Descriptive Statistics

Mean 0.2176
Standard Deviation 0.01006
Variance 0.00010126
Sum 1484.0804
Skewness 67.0828
Kurtosis 5392.6151
Coefficient of Variation 0.04624
  • Continuous Net Profit Growth Rate is not normally distributed (p-value 4.22837440265084e-25)
  • Continuous Net Profit Growth Rate has 1042 outliers

Inventory/Working Capital

numerical

Approximate Distinct Count 6593
Approximate Unique (%) 96.7%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 109104
Mean 0.2774
Minimum 0
Maximum 1
Zeros 1
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • Inventory/Working Capital is skewed right (γ1 = 45.3223)

Quantile Statistics

Minimum 0
5-th Percentile 0.2765
Q1 0.277
Median 0.2772
Q3 0.2774
95-th Percentile 0.2787
Maximum 1
Range 1
IQR 0.00039474

Descriptive Statistics

Mean 0.2774
Standard Deviation 0.01047
Variance 0.0001096
Sum 1891.5572
Skewness 45.3223
Kurtosis 3438.9462
Coefficient of Variation 0.03774
  • Inventory/Working Capital is not normally distributed (p-value 4.351412483870778e-25)
  • Inventory/Working Capital has 944 outliers

Revenue per person

numerical

Approximate Distinct Count 5667
Approximate Unique (%) 83.1%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 109104
Mean 2.3259e+06
Minimum 0
Maximum 8.81e+09
Zeros 2
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • Revenue per person is skewed right (γ1 = 59.4214)

Quantile Statistics

Minimum 0
5-th Percentile 0.0048
Q1 0.01043
Median 0.01862
Q3 0.03585
95-th Percentile 0.1263
Maximum 8.81e+09
Range 8.81e+09
IQR 0.02542

Descriptive Statistics

Mean 2.3259e+06
Standard Deviation 1.3663e+08
Variance 1.8668e+16
Sum 1.586e+10
Skewness 59.4214
Kurtosis 3568.4083
Coefficient of Variation 58.7451
  • Revenue per person is not normally distributed (p-value 4.226523915679557e-25)
  • Revenue per person has 729 outliers

Degree of Financial Leverage (DFL)

numerical

Approximate Distinct Count 6240
Approximate Unique (%) 91.5%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 109104
Mean 0.02754
Minimum 0
Maximum 1
Zeros 1
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • Degree of Financial Leverage (DFL) is skewed right (γ1 = 45.7141)

Quantile Statistics

Minimum 0
5-th Percentile 0.02646
Q1 0.02679
Median 0.02681
Q3 0.02691
95-th Percentile 0.02795
Maximum 1
Range 1
IQR 0.00012203

Descriptive Statistics

Mean 0.02754
Standard Deviation 0.01567
Variance 0.00024548
Sum 187.8029
Skewness 45.7141
Kurtosis 2473.6178
Coefficient of Variation 0.5689
  • Degree of Financial Leverage (DFL) is not normally distributed (p-value 4.233489294068028e-25)
  • Degree of Financial Leverage (DFL) has 1503 outliers

Working Capital/Equity

numerical

Approximate Distinct Count 6819
Approximate Unique (%) 100.0%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 109104
Mean 0.7358
Minimum 0
Maximum 1
Zeros 1
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • Working Capital/Equity is skewed left (γ1 = -36.1957)

Quantile Statistics

Minimum 0
5-th Percentile 0.7298
Q1 0.7336
Median 0.736
Q3 0.7386
95-th Percentile 0.7418
Maximum 1
Range 1
IQR 0.004948

Descriptive Statistics

Mean 0.7358
Standard Deviation 0.01168
Variance 0.00013638
Sum 5017.5329
Skewness -36.1957
Kurtosis 2411.1634
Coefficient of Variation 0.01587
  • Working Capital/Equity is not normally distributed (p-value 1.796783706523491e-24)
  • Working Capital/Equity has 153 outliers

Interest-bearing debt interest rate

numerical

Approximate Distinct Count 1080
Approximate Unique (%) 15.8%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 109104
Mean 1.6448e+07
Minimum 0
Maximum 9.9e+08
Zeros 891
Zeros (%) 13.1%
Negatives 0
Negatives (%) 0.0%
  • Interest-bearing debt interest rate is skewed right (γ1 = 7.0318)

Quantile Statistics

Minimum 0
5-th Percentile 0
Q1 0.00020302
Median 0.00032103
Q3 0.00053255
95-th Percentile 0.001261
Maximum 9.9e+08
Range 9.9e+08
IQR 0.00032953

Descriptive Statistics

Mean 1.6448e+07
Standard Deviation 1.0828e+08
Variance 1.1723e+16
Sum 1.1216e+11
Skewness 7.0318
Kurtosis 50.0119
Coefficient of Variation 6.5829
  • Interest-bearing debt interest rate is not normally distributed (p-value 4.228114661229559e-25)
  • Interest-bearing debt interest rate has 396 outliers

Inventory Turnover Rate (times)

numerical

Approximate Distinct Count 2397
Approximate Unique (%) 35.1%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 109104
Mean 2.1491e+09
Minimum 0
Maximum 9.99e+09
Zeros 1
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • Inventory Turnover Rate (times) is skewed right (γ1 = 1.137)

Quantile Statistics

Minimum 0
5-th Percentile 0.00011101
Q1 0.00017283
Median 0.00076467
Q3 4.62e+09
95-th Percentile 8.9e+09
Maximum 9.99e+09
Range 9.99e+09
IQR 4.62e+09

Descriptive Statistics

Mean 2.1491e+09
Standard Deviation 3.248e+09
Variance 1.0549e+19
Sum 1.4655e+13
Skewness 1.137
Kurtosis -0.3244
Coefficient of Variation 1.5113
  • Inventory Turnover Rate (times) is not normally distributed (p-value 4.656146257172172e-25)

Interest Expense Ratio

numerical

Approximate Distinct Count 3794
Approximate Unique (%) 55.6%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 109104
Mean 0.631
Minimum 0
Maximum 1
Zeros 1
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • Interest Expense Ratio is skewed left (γ1 = -16.8189)

Quantile Statistics

Minimum 0
5-th Percentile 0.6294
Q1 0.6306
Median 0.6307
Q3 0.6311
95-th Percentile 0.6335
Maximum 1
Range 1
IQR 0.00051301

Descriptive Statistics

Mean 0.631
Standard Deviation 0.01124
Variance 0.0001263
Sum 4302.7277
Skewness -16.8189
Kurtosis 1740.0242
Coefficient of Variation 0.01781
  • Interest Expense Ratio is not normally distributed (p-value 4.241774744704489e-25)
  • Interest Expense Ratio has 1362 outliers

Net Worth Turnover Rate (times)

numerical

Approximate Distinct Count 741
Approximate Unique (%) 10.9%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 109104
Mean 0.0386
Minimum 0
Maximum 1
Zeros 1
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • Net Worth Turnover Rate (times) is skewed right (γ1 = 8.9599)

Quantile Statistics

Minimum 0
5-th Percentile 0.01452
Q1 0.02177
Median 0.02952
Q3 0.0429
95-th Percentile 0.09
Maximum 1
Range 1
IQR 0.02113

Descriptive Statistics

Mean 0.0386
Standard Deviation 0.03668
Variance 0.001345
Sum 263.1797
Skewness 8.9599
Kurtosis 156.922
Coefficient of Variation 0.9504
  • Net Worth Turnover Rate (times) is not normally distributed (p-value 1.3048962249178883e-20)
  • Net Worth Turnover Rate (times) has 513 outliers

Retained Earnings to Total Assets

numerical

Approximate Distinct Count 6819
Approximate Unique (%) 100.0%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 109104
Mean 0.9347
Minimum 0
Maximum 1
Zeros 1
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • Retained Earnings to Total Assets is skewed left (γ1 = -11.1371)

Quantile Statistics

Minimum 0
5-th Percentile 0.9028
Q1 0.9311
Median 0.9377
Q3 0.9448
95-th Percentile 0.9581
Maximum 1
Range 1
IQR 0.01371

Descriptive Statistics

Mean 0.9347
Standard Deviation 0.02556
Variance 0.00065353
Sum 6373.9427
Skewness -11.1371
Kurtosis 303.4031
Coefficient of Variation 0.02735
  • Retained Earnings to Total Assets is not normally distributed (p-value 9.018858502725436e-19)
  • Retained Earnings to Total Assets has 633 outliers

Fixed Assets to Assets

numerical

Approximate Distinct Count 6814
Approximate Unique (%) 99.9%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 109104
Mean 1.2201e+06
Minimum 0
Maximum 8.32e+09
Zeros 6
Zeros (%) 0.1%
Negatives 0
Negatives (%) 0.0%
  • Fixed Assets to Assets is skewed right (γ1 = 82.5591)

Quantile Statistics

Minimum 0
5-th Percentile 0.01703
Q1 0.08536
Median 0.1969
Q3 0.3722
95-th Percentile 0.6427
Maximum 8.32e+09
Range 8.32e+09
IQR 0.2868

Descriptive Statistics

Mean 1.2201e+06
Standard Deviation 1.0075e+08
Variance 1.0151e+16
Sum 8.32e+09
Skewness 82.5591
Kurtosis 6814.0001
Coefficient of Variation 82.5772
  • Fixed Assets to Assets is not normally distributed (p-value 4.226519095888512e-25)
  • Fixed Assets to Assets has 62 outliers

Interest Coverage Ratio (Interest expense to EBIT)

numerical

Approximate Distinct Count 6240
Approximate Unique (%) 91.5%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 109104
Mean 0.5654
Minimum 0
Maximum 1
Zeros 1
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • Interest Coverage Ratio (Interest expense to EBIT) is skewed left (γ1 = -13.9365)

Quantile Statistics

Minimum 0
5-th Percentile 0.5636
Q1 0.5652
Median 0.5653
Q3 0.5657
95-th Percentile 0.5683
Maximum 1
Range 1
IQR 0.00056631

Descriptive Statistics

Mean 0.5654
Standard Deviation 0.01321
Variance 0.00017462
Sum 3855.1757
Skewness -13.9365
Kurtosis 911.1316
Coefficient of Variation 0.02337
  • Interest Coverage Ratio (Interest expense to EBIT) is not normally distributed (p-value 4.26928479374667e-25)
  • Interest Coverage Ratio (Interest expense to EBIT) has 1421 outliers

Non-industry income and expenditure/revenue

numerical

Approximate Distinct Count 2551
Approximate Unique (%) 37.4%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 109104
Mean 0.3036
Minimum 0
Maximum 1
Zeros 1
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • Non-industry income and expenditure/revenue is skewed right (γ1 = 39.633)

Quantile Statistics

Minimum 0
5-th Percentile 0.3031
Q1 0.3035
Median 0.3035
Q3 0.3036
95-th Percentile 0.3039
Maximum 1
Range 1
IQR 0.00011892

Descriptive Statistics

Mean 0.3036
Standard Deviation 0.01116
Variance 0.00012462
Sum 2070.4047
Skewness 39.633
Kurtosis 2647.4856
Coefficient of Variation 0.03677
  • Non-industry income and expenditure/revenue is not normally distributed (p-value 4.227909193353937e-25)
  • Non-industry income and expenditure/revenue has 1094 outliers

Net Value Per Share (B)

numerical

Approximate Distinct Count 2278
Approximate Unique (%) 33.4%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 109104
Mean 0.1907
Minimum 0
Maximum 1
Zeros 1
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • Net Value Per Share (B) is skewed right (γ1 = 4.5613)

Quantile Statistics

Minimum 0
5-th Percentile 0.1543
Q1 0.1736
Median 0.1844
Q3 0.1996
95-th Percentile 0.2446
Maximum 1
Range 1
IQR 0.02596

Descriptive Statistics

Mean 0.1907
Standard Deviation 0.03339
Variance 0.001115
Sum 1300.1145
Skewness 4.5613
Kurtosis 64.6287
Coefficient of Variation 0.1751
  • Net Value Per Share (B) is not normally distributed (p-value 1.030201598067285e-16)
  • Net Value Per Share (B) has 457 outliers

Long-term fund suitability ratio (A)

numerical

Approximate Distinct Count 6523
Approximate Unique (%) 95.7%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 109104
Mean 0.008783
Minimum 0
Maximum 1
Zeros 1
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • Long-term fund suitability ratio (A) is skewed right (γ1 = 24.9624)

Quantile Statistics

Minimum 0
5-th Percentile 0.005012
Q1 0.005244
Median 0.005665
Q3 0.006847
95-th Percentile 0.01595
Maximum 1
Range 1
IQR 0.001604

Descriptive Statistics

Mean 0.008783
Standard Deviation 0.02815
Variance 0.00079259
Sum 59.8895
Skewness 24.9624
Kurtosis 740.842
Coefficient of Variation 3.2055
  • Long-term fund suitability ratio (A) is not normally distributed (p-value 4.372961002660731e-25)
  • Long-term fund suitability ratio (A) has 810 outliers

Total debt/Total net worth

numerical

Approximate Distinct Count 5518
Approximate Unique (%) 80.9%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 109104
Mean 4.4163e+06
Minimum 0
Maximum 9.94e+09
Zeros 1
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • Total debt/Total net worth is skewed right (γ1 = 46.3451)

Quantile Statistics

Minimum 0
5-th Percentile 0.001139
Q1 0.003007
Median 0.005546
Q3 0.009273
95-th Percentile 0.01996
Maximum 9.94e+09
Range 9.94e+09
IQR 0.006266

Descriptive Statistics

Mean 4.4163e+06
Standard Deviation 1.6841e+08
Variance 2.8361e+16
Sum 3.0115e+10
Skewness 46.3451
Kurtosis 2346.5179
Coefficient of Variation 38.1327
  • Total debt/Total net worth is not normally distributed (p-value 4.226548488503902e-25)
  • Total debt/Total net worth has 407 outliers

No-credit Interval

numerical

Approximate Distinct Count 6819
Approximate Unique (%) 100.0%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 109104
Mean 0.6239
Minimum 0
Maximum 1
Zeros 1
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • No-credit Interval is skewed left (γ1 = -11.583)

Quantile Statistics

Minimum 0
5-th Percentile 0.6217
Q1 0.6236
Median 0.6239
Q3 0.6242
95-th Percentile 0.6254
Maximum 1
Range 1
IQR 0.00053189

Descriptive Statistics

Mean 0.6239
Standard Deviation 0.01229
Variance 0.00015103
Sum 4254.4735
Skewness -11.583
Kurtosis 1239.6231
Coefficient of Variation 0.0197
  • No-credit Interval is not normally distributed (p-value 4.348491376375967e-25)
  • No-credit Interval has 1139 outliers

Quick Ratio

numerical

Approximate Distinct Count 6094
Approximate Unique (%) 89.4%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 109104
Mean 8.3766e+06
Minimum 0
Maximum 9.23e+09
Zeros 1
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • Quick Ratio is skewed right (γ1 = 31.638)

Quantile Statistics

Minimum 0
5-th Percentile 0.001626
Q1 0.004726
Median 0.007412
Q3 0.01225
95-th Percentile 0.0316
Maximum 9.23e+09
Range 9.23e+09
IQR 0.007523

Descriptive Statistics

Mean 8.3766e+06
Standard Deviation 2.4468e+08
Variance 5.9871e+16
Sum 5.712e+10
Skewness 31.638
Kurtosis 1050.9514
Coefficient of Variation 29.2105
  • Quick Ratio is not normally distributed (p-value 4.226551857888891e-25)
  • Quick Ratio has 591 outliers

Current Liabilities/Liability

numerical

Approximate Distinct Count 6627
Approximate Unique (%) 97.2%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 109104
Mean 0.7616
Minimum 0
Maximum 1
Zeros 1
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • Current Liabilities/Liability is skewed left (γ1 = -0.8349)

Quantile Statistics

Minimum 0
5-th Percentile 0.3615
Q1 0.627
Median 0.8069
Q3 0.942
95-th Percentile 0.9977
Maximum 1
Range 1
IQR 0.315

Descriptive Statistics

Mean 0.7616
Standard Deviation 0.2067
Variance 0.04272
Sum 5193.3427
Skewness -0.8349
Kurtosis -0.002508
Coefficient of Variation 0.2714
  • Current Liabilities/Liability is not normally distributed (p-value 1.7266195711591657e-14)
  • Current Liabilities/Liability has 40 outliers

Current Asset Turnover Rate

numerical

Approximate Distinct Count 6261
Approximate Unique (%) 91.8%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 109104
Mean 1.1959e+09
Minimum 0
Maximum 1e+10
Zeros 1
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • Current Asset Turnover Rate is skewed right (γ1 = 2.1155)

Quantile Statistics

Minimum 0
5-th Percentile 0.00010997
Q1 0.00014562
Median 0.00019878
Q3 0.00045259
95-th Percentile 8.73e+09
Maximum 1e+10
Range 1e+10
IQR 0.00030697

Descriptive Statistics

Mean 1.1959e+09
Standard Deviation 2.8212e+09
Variance 7.959e+18
Sum 8.1545e+12
Skewness 2.1155
Kurtosis 2.7906
Coefficient of Variation 2.3591
  • Current Asset Turnover Rate is not normally distributed (p-value 4.35436442453775e-25)
  • Current Asset Turnover Rate has 1399 outliers

Cash Flow to Liability

numerical

Approximate Distinct Count 6819
Approximate Unique (%) 100.0%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 109104
Mean 0.4618
Minimum 0
Maximum 1
Zeros 1
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • Cash Flow to Liability is skewed right (γ1 = 1.0077)

Quantile Statistics

Minimum 0
5-th Percentile 0.441
Q1 0.4571
Median 0.4598
Q3 0.4642
95-th Percentile 0.4895
Maximum 1
Range 1
IQR 0.007119

Descriptive Statistics

Mean 0.4618
Standard Deviation 0.02994
Variance 0.00089656
Sum 3149.3501
Skewness 1.0077
Kurtosis 84.7908
Coefficient of Variation 0.06483
  • Cash Flow to Liability is not normally distributed (p-value 7.349342209355656e-19)
  • Cash Flow to Liability has 1212 outliers

Current Assets/Total Assets

numerical

Approximate Distinct Count 6819
Approximate Unique (%) 100.0%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 109104
Mean 0.5223
Minimum 0
Maximum 1
Zeros 1
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • Current Assets/Total Assets is skewed right (γ1 = 0.0759)

Quantile Statistics

Minimum 0
5-th Percentile 0.1781
Q1 0.3528
Median 0.5148
Q3 0.6891
95-th Percentile 0.8877
Maximum 1
Range 1
IQR 0.3362

Descriptive Statistics

Mean 0.5223
Standard Deviation 0.2181
Variance 0.04757
Sum 3561.3826
Skewness 0.07587
Kurtosis -0.8033
Coefficient of Variation 0.4176

Quick Assets/Current Liability

numerical

Approximate Distinct Count 6819
Approximate Unique (%) 100.0%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 109104
Mean 3.5929e+06
Minimum 0
Maximum 8.82e+09
Zeros 1
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • Quick Assets/Current Liability is skewed right (γ1 = 47.9368)

Quantile Statistics

Minimum 0
5-th Percentile 0.002008
Q1 0.00524
Median 0.007909
Q3 0.01295
95-th Percentile 0.03285
Maximum 8.82e+09
Range 8.82e+09
IQR 0.007711

Descriptive Statistics

Mean 3.5929e+06
Standard Deviation 1.7162e+08
Variance 2.9454e+16
Sum 2.45e+10
Skewness 47.9368
Kurtosis 2305.1783
Coefficient of Variation 47.7667
  • Quick Assets/Current Liability is not normally distributed (p-value 4.226528528836889e-25)
  • Quick Assets/Current Liability has 596 outliers

Operating Profit Growth Rate

numerical

Approximate Distinct Count 6249
Approximate Unique (%) 91.6%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 109104
Mean 0.848
Minimum 0
Maximum 1
Zeros 1
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • Operating Profit Growth Rate is skewed left (γ1 = -71.6732)

Quantile Statistics

Minimum 0
5-th Percentile 0.8477
Q1 0.848
Median 0.848
Q3 0.8481
95-th Percentile 0.8486
Maximum 1
Range 1
IQR 0.00013843

Descriptive Statistics

Mean 0.848
Standard Deviation 0.01075
Variance 0.00011562
Sum 5782.3756
Skewness -71.6732
Kurtosis 5679.9853
Coefficient of Variation 0.01268
  • Operating Profit Growth Rate is not normally distributed (p-value 4.228116249148503e-25)
  • Operating Profit Growth Rate has 1008 outliers

Cash Flow to Total Assets

numerical

Approximate Distinct Count 6819
Approximate Unique (%) 100.0%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 109104
Mean 0.6497
Minimum 0
Maximum 1
Zeros 1
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • Cash Flow to Total Assets is skewed left (γ1 = -0.2281)

Quantile Statistics

Minimum 0
5-th Percentile 0.5875
Q1 0.6333
Median 0.6454
Q3 0.6631
95-th Percentile 0.7292
Maximum 1
Range 1
IQR 0.0298

Descriptive Statistics

Mean 0.6497
Standard Deviation 0.04737
Variance 0.002244
Sum 4430.5129
Skewness -0.2281
Kurtosis 16.5481
Coefficient of Variation 0.07291
  • Cash Flow to Total Assets is not normally distributed (p-value 5.549125246060147e-18)
  • Cash Flow to Total Assets has 878 outliers

Net Income to Stockholder's Equity

numerical

Approximate Distinct Count 6819
Approximate Unique (%) 100.0%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 109104
Mean 0.8404
Minimum 0
Maximum 1
Zeros 1
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • Net Income to Stockholder's Equity is skewed left (γ1 = -37.9563)

Quantile Statistics

Minimum 0
5-th Percentile 0.8358
Q1 0.8401
Median 0.8412
Q3 0.8424
95-th Percentile 0.8443
Maximum 1
Range 1
IQR 0.002242

Descriptive Statistics

Mean 0.8404
Standard Deviation 0.01452
Variance 0.0002109
Sum 5730.7017
Skewness -37.9563
Kurtosis 1943.2826
Coefficient of Variation 0.01728
  • Net Income to Stockholder's Equity is not normally distributed (p-value 1.4706850915115338e-23)
  • Net Income to Stockholder's Equity has 571 outliers

Accounts Receivable Turnover

numerical

Approximate Distinct Count 1593
Approximate Unique (%) 23.4%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 109104
Mean 1.279e+07
Minimum 0
Maximum 9.74e+09
Zeros 7
Zeros (%) 0.1%
Negatives 0
Negatives (%) 0.0%
  • Accounts Receivable Turnover is skewed right (γ1 = 25.8409)

Quantile Statistics

Minimum 0
5-th Percentile 0.00046869
Q1 0.00071013
Median 0.00096781
Q3 0.001455
95-th Percentile 0.004024
Maximum 9.74e+09
Range 9.74e+09
IQR 0.00074463

Descriptive Statistics

Mean 1.279e+07
Standard Deviation 2.7826e+08
Variance 7.7429e+16
Sum 8.7213e+10
Skewness 25.8409
Kurtosis 730.3515
Coefficient of Variation 21.7565
  • Accounts Receivable Turnover is not normally distributed (p-value 4.226628298411429e-25)
  • Accounts Receivable Turnover has 659 outliers

Allocation rate per person

numerical

Approximate Distinct Count 6768
Approximate Unique (%) 99.2%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 109104
Mean 1.1256e+07
Minimum 0
Maximum 9.57e+09
Zeros 6
Zeros (%) 0.1%
Negatives 0
Negatives (%) 0.0%
  • Allocation rate per person is skewed right (γ1 = 27.4701)

Quantile Statistics

Minimum 0
5-th Percentile 0.00078354
Q1 0.004121
Median 0.007844
Q3 0.01502
95-th Percentile 0.05135
Maximum 9.57e+09
Range 9.57e+09
IQR 0.0109

Descriptive Statistics

Mean 1.1256e+07
Standard Deviation 2.9451e+08
Variance 8.6734e+16
Sum 7.6753e+10
Skewness 27.4701
Kurtosis 773.2431
Coefficient of Variation 26.1649
  • Allocation rate per person is not normally distributed (p-value 4.226578556167285e-25)
  • Allocation rate per person has 693 outliers

Total income/Total expense

numerical

Approximate Distinct Count 6819
Approximate Unique (%) 100.0%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 109104
Mean 0.002549
Minimum 0
Maximum 1
Zeros 1
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • Total income/Total expense is skewed right (γ1 = 82.3143)

Quantile Statistics

Minimum 0
5-th Percentile 0.002005
Q1 0.002236
Median 0.002336
Q3 0.002492
95-th Percentile 0.002916
Maximum 1
Range 1
IQR 0.00025625

Descriptive Statistics

Mean 0.002549
Standard Deviation 0.01209
Variance 0.00014624
Sum 17.3813
Skewness 82.3143
Kurtosis 6786.9035
Coefficient of Variation 4.7442
  • Total income/Total expense is not normally distributed (p-value 4.2265239156795255e-25)
  • Total income/Total expense has 463 outliers

Quick Asset Turnover Rate

numerical

Approximate Distinct Count 5377
Approximate Unique (%) 78.8%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 109104
Mean 2.1637e+09
Minimum 0
Maximum 1e+10
Zeros 1
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • Quick Asset Turnover Rate is skewed right (γ1 = 1.1371)

Quantile Statistics

Minimum 0
5-th Percentile 0.00010844
Q1 0.00014171
Median 0.00022477
Q3 4.9e+09
95-th Percentile 9.15e+09
Maximum 1e+10
Range 1e+10
IQR 4.9e+09

Descriptive Statistics

Mean 2.1637e+09
Standard Deviation 3.3749e+09
Variance 1.139e+19
Sum 1.4755e+13
Skewness 1.1371
Kurtosis -0.3945
Coefficient of Variation 1.5598
  • Quick Asset Turnover Rate is not normally distributed (p-value 4.595741291874456e-25)

Operating profit per person

numerical

Approximate Distinct Count 3023
Approximate Unique (%) 44.3%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 109104
Mean 0.4007
Minimum 0
Maximum 1
Zeros 1
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • Operating profit per person is skewed right (γ1 = 7.7866)

Quantile Statistics

Minimum 0
5-th Percentile 0.3814
Q1 0.3924
Median 0.3959
Q3 0.4019
95-th Percentile 0.4292
Maximum 1
Range 1
IQR 0.009413

Descriptive Statistics

Mean 0.4007
Standard Deviation 0.03272
Variance 0.001071
Sum 2732.1757
Skewness 7.7866
Kurtosis 114.3095
Coefficient of Variation 0.08166
  • Operating profit per person is not normally distributed (p-value 1.4163334353037432e-22)
  • Operating profit per person has 876 outliers

Total Asset Return Growth Rate Ratio

numerical

Approximate Distinct Count 2903
Approximate Unique (%) 42.6%
Missing 0
Missing (%) 0.0%
Infinite 0
Infinite (%) 0.0%
Memory Size 109104
Mean 0.2642
Minimum 0
Maximum 1
Zeros 1
Zeros (%) 0.0%
Negatives 0
Negatives (%) 0.0%
  • Total Asset Return Growth Rate Ratio is skewed right (γ1 = 62.4862)

Quantile Statistics

Minimum 0
5-th Percentile 0.263
Q1 0.2638
Median 0.264
Q3 0.2644
95-th Percentile 0.2655
Maximum 1
Range 1
IQR 0.00062941

Descriptive Statistics

Mean 0.2642
Standard Deviation 0.009634
Variance 9.2818e-05
Sum 1801.9038
Skewness 62.4862
Kurtosis 5071.2359
Coefficient of Variation 0.03646
  • Total Asset Return Growth Rate Ratio is not normally distributed (p-value 4.228012276602832e-25)
  • Total Asset Return Growth Rate Ratio has 674 outliers

Target

categorical

Approximate Distinct Count 2
Approximate Unique (%) 0.0%
Missing 0
Missing (%) 0.0%
Memory Size 450054
  • The largest value (0) is over 30.0 times larger than the second largest value (1)

Length

Mean 1
Standard Deviation 0
Median 1
Minimum 1
Maximum 1

Sample

1st row 1
2nd row 1
3rd row 1
4th row 1
5th row 1

Letter

Count 0
Lowercase Letter 0
Space Separator 0
Uppercase Letter 0
Dash Punctuation 0
Decimal Number 6819
  • The top 2 categories (0, 1) take over 50.0%
  • The largest value (0) is over 30.0 times larger than the second largest value (1)
  • Target has words of constant length

Interactions

Correlations

Missing Values